Search Results - "NEVILLE, S. R"
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Transformations of sigma–pi nets: obtaining reflected functions by reflecting weight matrices
Published in Neural networks (01-04-2002)“…This paper presents a methodology that reflected functions by reflecting the weight matrices of an artificial neural network. One of the major problems with…”
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Journal Article -
2
Reuse of information in multi-layer sigma-pi neural networks
Published in Connection science (01-03-2006)“…This new work is an extension of existing research into artificial neural networks (Neville and Stonham, Connection Sci.: J. Neural Comput. Artif. Intell…”
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Partially pre-calculated weights for the backpropagation learning regime and high accuracy function mapping using continuous input RAM-based sigma–pi nets
Published in Neural networks (2000)“…In this article we present a methodology that partially pre-calculates the weight updates of the backpropagation learning regime and obtains high accuracy…”
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Journal Article -
4
Adaptive critic for sigma-pi networks
Published in Neural networks (1996)“…This article presents an investigation which studied how training of sigma-pi networks with the associative reward-penalty (A R-P) regime may be enhanced by…”
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Journal Article -
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RAM-based Sigma-pi nets for high accuracy function mapping
Published in Fifth International Conference on Artificial Neural Networks (1997)“…We investigate the use of digital "Higher Order" Sigma-pi nodes and study continuous input RAM-based Sigma-pi units trained with the backpropagation training…”
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Conference Proceeding
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6
A hybrid evolutionary computation algorithm for global optimization
Published in 2012 IEEE Congress on Evolutionary Computation (01-06-2012)“…This study proposes a new hybrid algorithm for solving small to large-scale continuous global optimization problems. It comprises evolutionary computation…”
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Conference Proceeding -
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Convergence measurement in evolutionary computation using Price's theorem
Published in 2012 IEEE Congress on Evolutionary Computation (01-06-2012)“…Evolutionary computations are naturally inspired stochastic algorithms that are capable of running perpetually. When deployed as optimization tools, it is…”
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Conference Proceeding -
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Applying Evolutionary Computing to Complex Systems Design
Published in IEEE transactions on systems, man and cybernetics. Part A, Systems and humans (01-09-2007)“…Development of an evolutionary computing tool for requirements analysis and optimization of component-based systems is described. The tool assesses scenarios…”
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Journal Article -
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Building a Family of Neural Networks using Symmetry as a Foundation
Published in 2007 International Joint Conference on Neural Networks (01-08-2007)“…In order to perform a function mapping task, a neural network needs two supporting mechanisms: an input and an output training vector, and a training regime. A…”
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Conference Proceeding -
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A nontoxic system for 41.8 degrees C whole-body hyperthermia: results of a Phase I study using a radiant heat device
Published in Cancer research (Chicago, Ill.) (01-08-1985)“…A Phase I study of whole-body hyperthermia (WBH) (52 treatments/12 patients) was completed with no significant clinical toxicity. The study incorporated a…”
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A nontoxic system for 41.8°C whole-body hyperthermia: results of a phase I study using a radiant heat device
Published in Cancer research (Chicago, Ill.) (01-08-1985)Get full text
Journal Article -
12
Inheritance of information in multi-layer sigma-pi neural networks
Published in Proceedings of the International Joint Conference on Neural Networks, 2003 (2003)“…This article shows that prior knowledge may be incorporated into a neural network by using the knowledge in a trained net to prescribe the weights for a new…”
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Conference Proceeding -
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Third-order generalization and a new approach to systematically categorizing higher-order generalization
Published in Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005 (2005)“…Higher-order generalization is a means of categorizing different types of generalization. The paper presents a framework within which higher-order…”
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Conference Proceeding -
14
Information reuse and integration in artificial neural networks
Published in IRI -2005 IEEE International Conference on Information Reuse and Integration, Conf, 2005 (2005)“…The need to reuse information is urgent, and a shift is required in the development (understanding - research) of methodologies, with a more reuse-centric view…”
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Unfolded Proteins
Published 2002“…A variety of complementary techniques and approaches have been used to characterize peptide and protein unfolding induced by temperature, pressure, and…”
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Second-order generalization
Published in 2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541) (2004)“…Second-order generalization is usually of a more abstract nature than standard generalization, as unseen stimuli may be classified by some higher order rule…”
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Conference Proceeding -
17
Evaluation of training and mapping Sigma-pi networks to a massively parallel processor
Published in Proceedings of ICNN'95 - International Conference on Neural Networks (1995)“…This paper presents a methodology for training and mapping Sigma-pi networks on to a massively parallel processing (MPP) system. The implementation uses a…”
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Conference Proceeding